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Research Scientist, Passive Monitoring - Job Opportunity at Amazon Development Centre Ireland Limited

Dublin, Ireland
Full-time
Mid-level
Posted: May 20, 2025
On-site
EUR 85,000 - 120,000 per year based on Dublin market rates for ML/AI research positions at major tech companies

Benefits

Flexible work arrangements promoting work-life harmony
Career development and mentorship programs
Employee-led affinity groups and inclusion initiatives
Comprehensive professional development resources
Access to AWS's extensive technical infrastructure

Key Responsibilities

Lead development of passive-monitoring models for AWS infrastructure
Drive data collection and processing strategies for network monitoring
Design and implement business-logic monitoring models
Conduct experimental validation of new modeling solutions
Ensure data quality across acquisition and processing pipeline
Collaborate with cross-functional teams on infrastructure optimization

Requirements

Education

PHD or Master's degree in Computational Linguistics, Engineering, or related technical field

Experience

1+ years industry experience

Required Skills

Data mining and analytics techniques Programming in R, Python, SAS or similar languages Natural Language Processing expertise Experience with large-scale data processing Strong analytical and problem-solving abilities
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Sauge AI Market Intelligence

Industry Trends

Cloud infrastructure monitoring is becoming increasingly critical as enterprises accelerate their digital transformation initiatives The shift towards automated network management and monitoring systems represents a fundamental change in how cloud infrastructure is maintained Integration of AI/ML in network monitoring is creating new opportunities for innovation in predictive maintenance and automated problem resolution Growing demand for real-time network analytics and automated response systems in cloud environments

Role Significance

Typically part of a 5-8 person specialized research team within larger infrastructure organization
Mid to senior-level technical position with significant impact on AWS infrastructure reliability and performance

Key Projects

Development of automated network monitoring systems Implementation of predictive maintenance algorithms Design of scalable infrastructure validation frameworks Creation of network performance optimization models

Success Factors

Deep understanding of cloud infrastructure and networking principles Ability to translate complex technical requirements into practical monitoring solutions Strong collaboration skills for cross-functional team integration Experience with large-scale data processing and analysis Innovative problem-solving approach for unique infrastructure challenges

Market Demand

Very high demand with growing competition for specialists in network monitoring and automation, particularly in cloud infrastructure

Important Skills

Critical Skills

Machine learning and data mining expertise for developing monitoring models Programming proficiency for implementing complex algorithms Understanding of network infrastructure and cloud computing principles Experience with large-scale data processing and analysis

Beneficial Skills

Knowledge of containerization and microservices Familiarity with CI/CD practices Understanding of security principles in cloud infrastructure Experience with distributed systems

Unique Aspects

Direct impact on AWS's global infrastructure reliability
Opportunity to work with unprecedented scale of cloud operations
Access to cutting-edge network automation technologies
Contribution to industry-leading infrastructure innovations

Career Growth

2-3 years for advancement to senior positions, depending on impact and innovation contributions

Potential Next Roles

Senior Research Scientist Technical Team Lead Principal Scientist Research Manager Technical Product Manager

Company Overview

Amazon Development Centre Ireland Limited

AWS is the global leader in cloud computing services, consistently driving innovation in infrastructure technology and service delivery

Dominant position in cloud services with approximately 32% market share and continued growth trajectory
Dublin serves as a strategic European hub for AWS, with significant investment in research and development
Fast-paced, innovation-focused environment with emphasis on ownership and long-term thinking
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